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Topics I documented for my own understanding
Various small one-file codes which I use in my everyday physicist life.
Updated
Oct 5, 2020
Jupyter Notebook
Tensor definitions supporting several GMat models
LaTeX style for displaying tensors in matrix format
This project compares the accuracy of different prediction models using various datasets and evaluation metrics
Updated
Feb 20, 2024
Jupyter Notebook
Simple example of converting a PyTorch tensor to a NumPy array. Using basic PyTorch and NumPy functionality to illustrate the conversion process.
Updated
May 10, 2024
Python
Imperative linear algebra library in C++ written for learning purposes.
Review the mathematics that comprise Artificial Neural Networks, apply linear transformations in Python, and build a logistic regression model with Keras
Updated
Mar 17, 2020
Jupyter Notebook
Multi-dimensional arrays (also known as, "tensors")
Updated
Feb 21, 2024
Scheme
In this notebook, I have learned the basics of tensor operations on 2D tensors.
Updated
Apr 20, 2020
Jupyter Notebook
My assignments for homework of Computational Data Mining course at Amirkabir University of Technology
Updated
Jan 31, 2024
Jupyter Notebook
Updated
Jan 23, 2024
Jupyter Notebook
Updated
Jul 22, 2018
Python
Slides in reveal.js, covering an introduction to PyTorch
Updated
Nov 28, 2020
HTML
AssignSpace is a small framework I built for plotting numeric objects in real time asynchronously.
Updated
May 7, 2022
JavaScript
Check out the power of NumPy
Updated
Jan 21, 2023
Jupyter Notebook
Numerical computing in Typescript.
Updated
Jan 29, 2023
TypeScript
A scalable implementation of PARAFAC2 with line search.
Updated
May 26, 2024
Python
Practical ML with TF assignments.
Updated
Jan 14, 2020
Jupyter Notebook
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